Certificate in Data analysis using R programming

本 R 编程课程将带您完成数据分析的端到端过程，包括清理、操作、总结、描述、可视化和分析数据。数据分析部分包括t检验、方差分析、卡方检验和线性回归。每节课都包含使用 R 内置数据的示例（因此您已经可以访问数据）。这意味着您将能够完全复制课程中的每个示例。

学习统计数据不需要困难或可怕。在本课程中，您将逐步完成该过程。课程中使用的所有示例都使用 R 内置的数据集，这意味着您可以在自己的时间练习每组技能，然后再进行下一步。

在课程结束时，您将完全熟悉 R 编程。您将能够创建令人难以置信的图形和绘图。您将了解假设检验的原理以及如何进行统计检验。重要的是，您将了解如何解释统计测试的结果。本课程中使用的教学方法旨在让您保持参与并确保您对自己的新技能感到兴奋。

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.28 GB | Duration: 4h 31m

A crash course for beginners

What you’ll learn
Clean your data
Manipulate your data
Describe and summarize your data
Visualize your data (using ggplot)
Analyze your data (t-test, ANOVA, chi-squared and linear regression)
Requirements
No coding experience needed. You’ll learn everything you need to know in this course
Description
This R programming course will take you through the end-to-end process of data analysis, including cleaning, manipulating, summarizing, describing, visualizing and analysing your data. The data analysis section includes the t-test, ANOVA, chi-squared test and linear regression. Every lesson includes examples using data that is built into R (so you already have access to the data). That means that you’ll be able to replicate absolutely every example in the course.

Learning statistics doesn’t need to be difficult or scary. In this course you’ll be brought through the process in a step-by-step fashion. The fact that all of the examples used in the course use datasets that are built into R means that you can practise each set of skills in your own time before moving onto the next step.

By the end of the course you’ll feel completely comfortable with R programming. You’ll be able to create incredible graphs and plots. You’ll understand the principles of hypothesis testing and how to perform statistical tests. Importantly, you’ll understand how to interpret the results of statistical tests. The teaching methods used in this course are designed to keep you engaged and make sure that you’re excited about your new skills.

Good luck… and ENJOY!!

Who this course is for
From absolute beginners to intermediate users of R
Anyone wanting to learn how to analyze data